A solution to this problem is obtained by using the alternating direction method of multipliers (ADMM) [1]}. The resulting algorithm is derived and discussed in [2]}. A-SPADE's complexity is mostly influenced by the analysis and synthesis operations that are carried out for each iteration and for each frame.
